/openimif

Open-sourced tool that uses opencv and tensorflow to 'learn' and identify stuff from images

Primary LanguagePythonGNU General Public License v2.0GPL-2.0

openimif (Open-soruced image identifer)

Open-sourced tool that uses opencv and tensorflow to 'learn' and identify stuff from images

digit extraction

How?

  • OpenCV is used to manipulate the properties of the image
  • Tensorflow is used for the learning of 'elements' within the image

What can it do? (currently)

  • v1.0

Able to extract digits out of an image

Todo

  1. Fix contour regions (don't scan for the contour within the zero)
  2. Increase accuracy for digit recognition

Getting-started

Install Dependencies

For ubuntu: Refer to http://www.pyimagesearch.com/2015/07/20/install-opencv-3-0-and-python-3-4-on-ubuntu/ to install OpenCV3, and numpy on your system

Refer to https://www.tensorflow.org/versions/master/get_started/os_setup.html#download-and-setup to setup tensorflow

To run an example:

cd ~
git clone https://github.com/kendricktan/openimif.git
cd openimif
python setup.py image.png